2020-06-15-tuning diagnostics
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## by .GlobalEnv when processing object '<unknown>'Diagnostic summary: 2020-06-15-tuning
alpha-Kansas.rds-Kansas-alpha
There were 8 divergent transitions after warmup. Increasing adapt_delta above 0.92 may help. See http://mc-stan.org/misc/warnings.html#divergent-transitions-after-warmup
Examine the pairs() plot to diagnose sampling problems
The largest R-hat is NA, indicating chains have not mixed. Running the chains for more iterations may help. See http://mc-stan.org/misc/warnings.html#r-hat
Bulk Effective Samples Size (ESS) is too low, indicating posterior means and medians may be unreliable. Running the chains for more iterations may help. See http://mc-stan.org/misc/warnings.html#bulk-ess
Tail Effective Samples Size (ESS) is too low, indicating posterior variances and tail quantiles may be unreliable. Running the chains for more iterations may help. See http://mc-stan.org/misc/warnings.html#tail-ess
beta-Kansas.rds-Kansas-beta
There were 8 divergent transitions after warmup. Increasing adapt_delta above 0.92 may help. See http://mc-stan.org/misc/warnings.html#divergent-transitions-after-warmup
Examine the pairs() plot to diagnose sampling problems
The largest R-hat is NA, indicating chains have not mixed. Running the chains for more iterations may help. See http://mc-stan.org/misc/warnings.html#r-hat
Bulk Effective Samples Size (ESS) is too low, indicating posterior means and medians may be unreliable. Running the chains for more iterations may help. See http://mc-stan.org/misc/warnings.html#bulk-ess
Tail Effective Samples Size (ESS) is too low, indicating posterior variances and tail quantiles may be unreliable. Running the chains for more iterations may help. See http://mc-stan.org/misc/warnings.html#tail-ess
alpha-Maryland.rds-Maryland-alpha
There were 47 divergent transitions after warmup. Increasing adapt_delta above 0.92 may help. See http://mc-stan.org/misc/warnings.html#divergent-transitions-after-warmup
Examine the pairs() plot to diagnose sampling problems
The largest R-hat is NA, indicating chains have not mixed. Running the chains for more iterations may help. See http://mc-stan.org/misc/warnings.html#r-hat
Bulk Effective Samples Size (ESS) is too low, indicating posterior means and medians may be unreliable. Running the chains for more iterations may help. See http://mc-stan.org/misc/warnings.html#bulk-ess
Tail Effective Samples Size (ESS) is too low, indicating posterior variances and tail quantiles may be unreliable. Running the chains for more iterations may help. See http://mc-stan.org/misc/warnings.html#tail-ess
beta-Maryland.rds-Maryland-beta
There were 47 divergent transitions after warmup. Increasing adapt_delta above 0.92 may help. See http://mc-stan.org/misc/warnings.html#divergent-transitions-after-warmup
Examine the pairs() plot to diagnose sampling problems
The largest R-hat is NA, indicating chains have not mixed. Running the chains for more iterations may help. See http://mc-stan.org/misc/warnings.html#r-hat
Bulk Effective Samples Size (ESS) is too low, indicating posterior means and medians may be unreliable. Running the chains for more iterations may help. See http://mc-stan.org/misc/warnings.html#bulk-ess
Tail Effective Samples Size (ESS) is too low, indicating posterior variances and tail quantiles may be unreliable. Running the chains for more iterations may help. See http://mc-stan.org/misc/warnings.html#tail-ess
beta-Michigan.rds-Michigan-beta
There were 9 divergent transitions after warmup. Increasing adapt_delta above 0.92 may help. See http://mc-stan.org/misc/warnings.html#divergent-transitions-after-warmup
There were 298 transitions after warmup that exceeded the maximum treedepth. Increase max_treedepth above 12. See http://mc-stan.org/misc/warnings.html#maximum-treedepth-exceeded
Examine the pairs() plot to diagnose sampling problems
The largest R-hat is NA, indicating chains have not mixed. Running the chains for more iterations may help. See http://mc-stan.org/misc/warnings.html#r-hat
Bulk Effective Samples Size (ESS) is too low, indicating posterior means and medians may be unreliable. Running the chains for more iterations may help. See http://mc-stan.org/misc/warnings.html#bulk-ess
Tail Effective Samples Size (ESS) is too low, indicating posterior variances and tail quantiles may be unreliable. Running the chains for more iterations may help. See http://mc-stan.org/misc/warnings.html#tail-ess
alpha-Nebraska.rds-Nebraska-alpha
There were 21 divergent transitions after warmup. Increasing adapt_delta above 0.92 may help. See http://mc-stan.org/misc/warnings.html#divergent-transitions-after-warmup
Examine the pairs() plot to diagnose sampling problems
The largest R-hat is NA, indicating chains have not mixed. Running the chains for more iterations may help. See http://mc-stan.org/misc/warnings.html#r-hat
Bulk Effective Samples Size (ESS) is too low, indicating posterior means and medians may be unreliable. Running the chains for more iterations may help. See http://mc-stan.org/misc/warnings.html#bulk-ess
Tail Effective Samples Size (ESS) is too low, indicating posterior variances and tail quantiles may be unreliable. Running the chains for more iterations may help. See http://mc-stan.org/misc/warnings.html#tail-ess
beta-Nebraska.rds-Nebraska-beta
There were 21 divergent transitions after warmup. Increasing adapt_delta above 0.92 may help. See http://mc-stan.org/misc/warnings.html#divergent-transitions-after-warmup
Examine the pairs() plot to diagnose sampling problems
The largest R-hat is NA, indicating chains have not mixed. Running the chains for more iterations may help. See http://mc-stan.org/misc/warnings.html#r-hat
Bulk Effective Samples Size (ESS) is too low, indicating posterior means and medians may be unreliable. Running the chains for more iterations may help. See http://mc-stan.org/misc/warnings.html#bulk-ess
Tail Effective Samples Size (ESS) is too low, indicating posterior variances and tail quantiles may be unreliable. Running the chains for more iterations may help. See http://mc-stan.org/misc/warnings.html#tail-ess